Practice What is a Neural Network? - 8.1.1 | 8. Deep Learning and Neural Networks | Data Science Advance
K12 Students

Academics

AI-Powered learning for Grades 8–12, aligned with major Indian and international curricula.

Academics
Professionals

Professional Courses

Industry-relevant training in Business, Technology, and Design to help professionals and graduates upskill for real-world careers.

Professional Courses
Games

Interactive Games

Fun, engaging games to boost memory, math fluency, typing speed, and English skillsβ€”perfect for learners of all ages.

games

Practice Questions

Test your understanding with targeted questions related to the topic.

Question 1

Easy

What does an Artificial Neural Network (ANN) represent?

πŸ’‘ Hint: Think about what neurons do in the brain.

Question 2

Easy

Name the three main layers of a Neural Network.

πŸ’‘ Hint: Consider the flow of information in a network.

Practice 4 more questions and get performance evaluation

Interactive Quizzes

Engage in quick quizzes to reinforce what you've learned and check your comprehension.

Question 1

What does an ANN mimic?

  • Computer Algorithms
  • Human Brain Function
  • Mathematical Theories

πŸ’‘ Hint: Consider the source of the name 'neural'.

Question 2

True or False: The hidden layers in a neural network only serve as input layers.

  • True
  • False

πŸ’‘ Hint: Think about the flow of information through the layers.

Solve 1 more question and get performance evaluation

Challenge Problems

Push your limits with challenges.

Question 1

Discuss how changing the number of hidden layers in an ANN can affect its performance with specific examples.

πŸ’‘ Hint: Refer to the concept of depth in learning.

Question 2

Design a basic neural network to classify handwritten digits, outlining the structure (layer types and numbers) and justification.

πŸ’‘ Hint: Think about the balance between complexity and generalization.

Challenge and get performance evaluation